Network Representation Learning for Link Prediction: Are we improving upon simple heuristics?
Network representation learning has become an active research area in recent years with many new methods showcasing their performance on downstream prediction tasks such as Link Prediction. Despite the efforts of the community to ensure reproducibility of research by providing method implementations, important issues remain. The complex...More
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